DocumentCode :
1849678
Title :
Loss reduction in radial distribution systems by capacitor placement: fuzzy technique
Author :
Balakumaran, J. ; Thanuskodi, K.
fYear :
2004
fDate :
38199
Firstpage :
23
Lastpage :
29
Abstract :
The problem of capacitor allocation in electric distribution systems involves maximizing energy and peak power (demand) loss reduction by means of capacitor installations. The paper presents a novel approach using approximate reasoning to determine suitable candidate nodes in a distribution system for capacitor placement. Voltages and power loss reduction indices of distribution system nodes are modeled by fuzzy membership functions. A fuzzy expert system (FES) containing a set of heuristic rules is then used to determine the capacitor placement suitability of each node in the distribution system. Capacitors are placed on the nodes with the highest suitability. Simulation results show the advantages of this approach over previous capacitor placement algorithms.
Keywords :
capacitors; expert systems; fuzzy systems; inference mechanisms; power distribution control; approximate reasoning; capacitor installations; capacitor placement; distribution system nodes; energy loss reduction; fuzzy expert system; fuzzy membership functions; fuzzy technique; heuristic rules; power loss reduction; radial distribution systems; Capacitors; Circuits; Fuzzy systems; Load flow; Load flow analysis; Power demand; Power system analysis computing; Power system simulation; Reactive power; Voltage;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
E-Tech 2004
Print_ISBN :
0-7803-8655-8
Type :
conf
DOI :
10.1109/ETECH.2004.1353839
Filename :
1353839
Link To Document :
بازگشت